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Pith Number

pith:WLZLBXOT

pith:2023:WLZLBXOTCF7TGUCYAM2RGMHVS2
not attested not anchored not stored refs pending

Gaussian Latent Representations for Uncertainty Estimation using Mahalanobis Distance in Deep Classifiers

Aishwarya Venkataramanan, Assia Benbihi, Cedric Pradalier, Martin Laviale

arxiv:2305.13849 v3 · 2023-05-23 · cs.CV · cs.LG

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\usepackage{pith}
\pithnumber{WLZLBXOTCF7TGUCYAM2RGMHVS2}

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Record completeness

1 Bitcoin timestamp
2 Internet Archive
3 Author claim open · sign in to claim
4 Citations open
5 Replications open
Portable graph bundle live · download bundle · merged state
The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

Receipt and verification
First computed 2026-07-05T06:55:39.516284Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

b2f2b0ddd3117f33505803351330f596b842c6a35a9ecd8ce4e7e011b93468f6

Aliases

arxiv: 2305.13849 · arxiv_version: 2305.13849v3 · doi: 10.48550/arxiv.2305.13849 · pith_short_12: WLZLBXOTCF7T · pith_short_16: WLZLBXOTCF7TGUCY · pith_short_8: WLZLBXOT
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/WLZLBXOTCF7TGUCYAM2RGMHVS2 \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: b2f2b0ddd3117f33505803351330f596b842c6a35a9ecd8ce4e7e011b93468f6
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "3822359a963a64f1130c06c639e84508c77e0d5d4e32c04af1e9594b168e7d1f",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-05-23T09:18:47Z",
    "title_canon_sha256": "35dc77f60a7bef4f9e30b1dd3afb70219d76a6a1558fe7211aac626ea4b6d9b1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.13849",
    "kind": "arxiv",
    "version": 3
  }
}